{"id":"W4323304861","doi":"10.1002/alr.23090","title":"International consensus statement on allergy and rhinology: Allergic rhinitis – 2023","year":2023,"lang":"en","type":"review","venue":"International Forum of Allergy & Rhinology","topic":"Allergic Rhinitis and Sensitization","field":"Medicine","cited_by":444,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"Medical Research Council; National Institute for Health and Care Research","keywords":"Rhinology; Medicine; Evidence-based practice; Allergy; Evidence-based medicine; Family medicine; MEDLINE; Alternative medicine; Dermatology; Otorhinolaryngology; Pathology; Immunology; Surgery","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003204851,0.0008340693,0.002289471,0.001456842,0.0001253941,0.00005447748,0.0006918195,0.0009573099,0.001632916],"category_scores_gemma":[0.0004288105,0.0007558585,0.0006553449,0.0002799397,0.000502596,0.00009303626,0.0005731078,0.0008495887,0.0005705722],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004079704,"about_ca_system_score_gemma":0.0004678845,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000225531,"about_ca_topic_score_gemma":0.0003088662,"domain_scores_codex":[0.9947823,0.0002211236,0.002168085,0.001163482,0.0009692148,0.0006958516],"domain_scores_gemma":[0.9965802,0.0006456478,0.001306377,0.0006046306,0.0006184763,0.0002446136],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0009266977,0.000884627,0.00004103689,0.001677532,0.03035496,0.003005683,0.000356151,0.0001135954,0.00002280609,0.1621803,0.1274357,0.6730009],"study_design_scores_gemma":[0.001856904,0.0006849333,0.0001332422,0.003900759,0.000184623,0.001422685,0.0001954252,0.000339308,0.000006013119,0.001085966,0.9896711,0.0005190335],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0009906143,0.8694873,0.00008941838,0.02224203,0.01130431,0.001888079,0.001247237,0.0004681283,0.09228294],"genre_scores_gemma":[0.0005438791,0.9834524,0.0005542828,0.0006775431,0.0005566851,0.0001234306,0.003402464,0.0001297702,0.01055959],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8622354,"threshold_uncertainty_score":0.9994892,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05858062356857121,"score_gpt":0.3465780191075036,"score_spread":0.2879973955389324,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}